Department of Radiology, University of Kentucky, Lexington, Kentucky, United States of America.
Physical Therapy Department, Carroll University, Waukesha, Wisconsin, United States of America.
PLoS One. 2018 Aug 23;13(8):e0202504. doi: 10.1371/journal.pone.0202504. eCollection 2018.
To examine longitudinal changes in structural and functional connectivity post-stroke in patients with motor impairment, and define their importance for recovery and outcome at 12 months.
First-time stroke patients (N = 31) were studied at 1-2 weeks, 3 months, and 12 months post-injury with a validated motor battery and resting-state fMRI to measure inter-hemispheric functional connectivity (FC). Fractional anisotropy (FA) of the cortico-spinal tract (CST) was derived from diffusion tensor imaging as a measure of white matter organization. ANOVAs were used to test for changes in FC, FA, and motor performance scores over time, and regression analysis related motor outcome to clinical and neuroimaging variables.
FA of the ipsilesional CST improved significantly from 3 to 12 months and was strongly correlated with motor performance. FA improved even in the absence of direct damage to the CST. Inter-hemispheric FC also improved over time, but did not correlate with motor performance at 12 months. Clinical variables (early motor score, education level, and age) predicted 80.4% of the variation of motor outcome, and FA increased the predictability to 84.6%. FC did not contribute to the prediction of motor outcome.
Stroke causes changes to the CST microstructure that can account for behavioral variability even in the absence of demonstrable lesion. Ipsilesional CST undergoes remodeling post-stroke, even past the three-month window when most of the motor recovery happens. FA of the CST, but not inter-hemispheric FC, can improve to the prediction of motor outcome based on early motor scores.
研究运动障碍卒中患者的结构和功能连接的纵向变化,并定义其在 12 个月时的恢复和预后的重要性。
首次卒中患者(N=31)在损伤后 1-2 周、3 个月和 12 个月进行了验证的运动电池和静息态 fMRI 检查,以测量半球间功能连接(FC)。从弥散张量成像中得出皮质脊髓束(CST)的各向异性分数(FA)作为白质组织的度量。方差分析用于测试 FC、FA 和运动表现评分随时间的变化,回归分析将运动结果与临床和神经影像学变量相关联。
健侧 CST 的 FA 从 3 个月到 12 个月显著改善,与运动表现密切相关。即使在 CST 没有直接损伤的情况下,FA 也有所改善。半球间 FC 也随时间推移而改善,但在 12 个月时与运动表现无关。临床变量(早期运动评分、教育水平和年龄)预测了运动结果的 80.4%,FA 增加了 84.6%的可预测性。FC 对运动结果的预测没有贡献。
卒中导致 CST 微观结构发生变化,即使没有明显的损伤也可以解释行为的可变性。卒中后 CST 会发生重塑,即使在大多数运动恢复发生的三个月窗口期之后也是如此。基于早期运动评分,CST 的 FA,但不是半球间 FC,可以提高对运动结果的预测。